taicheng guo

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upvoted 4 papers 6 days ago

Glyph: Scaling Context Windows via Visual-Text Compression

Paper • 2510.17800 • Published 12 days ago • 63

Efficient Long-context Language Model Training by Core Attention Disaggregation

Paper • 2510.18121 • Published 11 days ago • 116

Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

Paper • 2510.19338 • Published 10 days ago • 101

AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders

Paper • 2510.19779 • Published 10 days ago • 58

upvoted a paper 8 days ago

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published 10 days ago • 59

upvoted 5 papers 16 days ago

Trace Anything: Representing Any Video in 4D via Trajectory Fields

Paper • 2510.13802 • Published 17 days ago • 30

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published 26 days ago • 461

FlashWorld: High-quality 3D Scene Generation within Seconds

Paper • 2510.13678 • Published 17 days ago • 69

The Role of Computing Resources in Publishing Foundation Model Research

Paper • 2510.13621 • Published 17 days ago • 14

MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training

Paper • 2510.12831 • Published 20 days ago • 2

upvoted a paper 18 days ago

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published 19 days ago • 168

upvoted a paper 29 days ago

LongCodeZip: Compress Long Context for Code Language Models

Paper • 2510.00446 • Published Oct 1 • 107

upvoted a paper about 1 month ago

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18 • 33

upvoted 2 papers about 2 months ago

OmniPred: Language Models as Universal Regressors

Paper • 2402.14547 • Published Feb 22, 2024 • 14

rStar2-Agent: Agentic Reasoning Technical Report

Paper • 2508.20722 • Published Aug 28 • 113

upvoted 4 papers 5 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2 • 185

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 130

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning

Paper • 2505.11896 • Published May 17 • 58

AdaptThink: Reasoning Models Can Learn When to Think

Paper • 2505.13417 • Published May 19 • 82

upvoted a paper 6 months ago

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Paper • 2504.20571 • Published Apr 29 • 96